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Self improving AI agent

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I want to be able to build a team of agents that can talk to each other and learn tasks and find solutions. I want to be able to assign roles to an agent and equip each agent with a specific knowledge base.

Where do you want to use these agent? Closest thing i know of is the "Zendesk Service Suite", where you can train agents to be specialized in different services and still have them connected
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